Pith Number

pith:RFNCO23R

pith:2020:RFNCO23RL4UEZIIGXGFLHUL4FL

not attested not anchored not stored refs pending

The Lipschitz Constant of Self-Attention

Andriy Mnih, George Papamakarios, Hyunjik Kim

arxiv:2006.04710 v2 · 2020-06-08 · stat.ML · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RFNCO23RL4UEZIIGXGFLHUL4FL}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

Sinkhorn doubly stochastic attention rank decay analysis

Receipt and verification

First computed	2026-07-05T02:47:39.092646Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

895a276b715f284ca106b98ab3d17c2ad6fcbd2e8d220507df5eb0c2302e5d6f

Aliases

arxiv: 2006.04710 · arxiv_version: 2006.04710v2 · doi: 10.48550/arxiv.2006.04710 · pith_short_12: RFNCO23RL4UE · pith_short_16: RFNCO23RL4UEZIIG · pith_short_8: RFNCO23R

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/RFNCO23RL4UEZIIGXGFLHUL4FL \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 895a276b715f284ca106b98ab3d17c2ad6fcbd2e8d220507df5eb0c2302e5d6f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0d407eaaf362c5dea8a3f83e628612c4da9e5f59d89bfc1fd4a5a709120ee160",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2020-06-08T16:08:38Z",
    "title_canon_sha256": "6bda48ee9f77fb9ec2797787fc1d6307c1e701210df804576d19ff66c67af50e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2006.04710",
    "kind": "arxiv",
    "version": 2
  }
}